+ curl https://api.lakera.ai/v1/prompt_injection \
+ -X POST \
+ -H "Authorization: Bearer $LAKERA_GUARD_API_KEY" \
+ -H "Content-Type: application/json" \
+ -d '{"input": "Your content goes here"}'
+ """
+
+ response = await self.async_handler.post(
+ url="https://api.lakera.ai/v1/prompt_injection",
+ data=_json_data,
+ headers={
+ "Authorization": "Bearer " + self.lakera_api_key,
+ "Content-Type": "application/json",
+ },
+ )
+ verbose_proxy_logger.debug("Lakera AI response: %s", response.text)
+ if response.status_code == 200:
+ # check if the response was flagged
+ """
+ Example Response from Lakera AI
+
+ {
+ "model": "lakera-guard-1",
+ "results": [
+ {
+ "categories": {
+ "prompt_injection": true,
+ "jailbreak": false
+ },
+ "category_scores": {
+ "prompt_injection": 1.0,
+ "jailbreak": 0.0
+ },
+ "flagged": true,
+ "payload": {}
+ }
+ ],
+ "dev_info": {
+ "git_revision": "784489d3",
+ "git_timestamp": "2024-05-22T16:51:26+00:00"
+ }
+ }
+ """
+ _json_response = response.json()
+ _results = _json_response.get("results", [])
+ if len(_results) <= 0:
+ return
+
+ flagged = _results[0].get("flagged", False)
+
+ if flagged == True:
+ raise HTTPException(
+ status_code=400, detail={"error": "Violated content safety policy"}
+ )
+
+ pass
diff --git a/enterprise/enterprise_hooks/openai_moderation.py b/enterprise/enterprise_hooks/openai_moderation.py
new file mode 100644
index 00000000000..0fa375fb250
--- /dev/null
+++ b/enterprise/enterprise_hooks/openai_moderation.py
@@ -0,0 +1,68 @@
+# +-------------------------------------------------------------+
+#
+# Use OpenAI /moderations for your LLM calls
+#
+# +-------------------------------------------------------------+
+# Thank you users! We ❤️ you! - Krrish & Ishaan
+
+import sys, os
+
+sys.path.insert(
+ 0, os.path.abspath("../..")
+) # Adds the parent directory to the system path
+from typing import Optional, Literal, Union
+import litellm, traceback, sys, uuid
+from litellm.caching import DualCache
+from litellm.proxy._types import UserAPIKeyAuth
+from litellm.integrations.custom_logger import CustomLogger
+from fastapi import HTTPException
+from litellm._logging import verbose_proxy_logger
+from litellm.utils import (
+ ModelResponse,
+ EmbeddingResponse,
+ ImageResponse,
+ StreamingChoices,
+)
+from datetime import datetime
+import aiohttp, asyncio
+from litellm._logging import verbose_proxy_logger
+
+litellm.set_verbose = True
+
+
+class _ENTERPRISE_OpenAI_Moderation(CustomLogger):
+ def __init__(self):
+ self.model_name = (
+ litellm.openai_moderations_model_name or "text-moderation-latest"
+ ) # pass the model_name you initialized on litellm.Router()
+ pass
+
+ #### CALL HOOKS - proxy only ####
+
+ async def async_moderation_hook( ### 👈 KEY CHANGE ###
+ self,
+ data: dict,
+ user_api_key_dict: UserAPIKeyAuth,
+ call_type: Literal["completion", "embeddings", "image_generation"],
+ ):
+ if "messages" in data and isinstance(data["messages"], list):
+ text = ""
+ for m in data["messages"]: # assume messages is a list
+ if "content" in m and isinstance(m["content"], str):
+ text += m["content"]
+
+ from litellm.proxy.proxy_server import llm_router
+
+ if llm_router is None:
+ return
+
+ moderation_response = await llm_router.amoderation(
+ model=self.model_name, input=text
+ )
+
+ verbose_proxy_logger.debug("Moderation response: %s", moderation_response)
+ if moderation_response.results[0].flagged == True:
+ raise HTTPException(
+ status_code=403, detail={"error": "Violated content safety policy"}
+ )
+ pass
diff --git a/litellm/__init__.py b/litellm/__init__.py
index 92610afd9de..d11242b1c57 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -69,6 +69,7 @@ retry = True
### AUTH ###
api_key: Optional[str] = None
openai_key: Optional[str] = None
+databricks_key: Optional[str] = None
azure_key: Optional[str] = None
anthropic_key: Optional[str] = None
replicate_key: Optional[str] = None
@@ -97,6 +98,7 @@ ssl_verify: bool = True
disable_streaming_logging: bool = False
### GUARDRAILS ###
llamaguard_model_name: Optional[str] = None
+openai_moderations_model_name: Optional[str] = None
presidio_ad_hoc_recognizers: Optional[str] = None
google_moderation_confidence_threshold: Optional[float] = None
llamaguard_unsafe_content_categories: Optional[str] = None
@@ -615,6 +617,7 @@ provider_list: List = [
"watsonx",
"triton",
"predibase",
+ "databricks",
"custom", # custom apis
]
@@ -727,9 +730,11 @@ from .utils import (
ModelResponse,
ImageResponse,
ImageObject,
+ get_provider_fields,
)
from .llms.huggingface_restapi import HuggingfaceConfig
from .llms.anthropic import AnthropicConfig
+from .llms.databricks import DatabricksConfig, DatabricksEmbeddingConfig
from .llms.predibase import PredibaseConfig
from .llms.anthropic_text import AnthropicTextConfig
from .llms.replicate import ReplicateConfig
diff --git a/litellm/caching.py b/litellm/caching.py
index 8c9157e539c..c8c1736d861 100644
--- a/litellm/caching.py
+++ b/litellm/caching.py
@@ -1190,6 +1190,15 @@ class DualCache(BaseCache):
)
self.default_redis_ttl = default_redis_ttl or litellm.default_redis_ttl
+ def update_cache_ttl(
+ self, default_in_memory_ttl: Optional[float], default_redis_ttl: Optional[float]
+ ):
+ if default_in_memory_ttl is not None:
+ self.default_in_memory_ttl = default_in_memory_ttl
+
+ if default_redis_ttl is not None:
+ self.default_redis_ttl = default_redis_ttl
+
def set_cache(self, key, value, local_only: bool = False, **kwargs):
# Update both Redis and in-memory cache
try:
@@ -1441,7 +1450,9 @@ class DualCache(BaseCache):
class Cache:
def __init__(
self,
- type: Optional[Literal["local", "redis", "redis-semantic", "s3", "disk"]] = "local",
+ type: Optional[
+ Literal["local", "redis", "redis-semantic", "s3", "disk"]
+ ] = "local",
host: Optional[str] = None,
port: Optional[str] = None,
password: Optional[str] = None,
diff --git a/litellm/integrations/athina.py b/litellm/integrations/athina.py
index 660dd51efb8..28da738063f 100644
--- a/litellm/integrations/athina.py
+++ b/litellm/integrations/athina.py
@@ -1,6 +1,5 @@
import datetime
-
class AthinaLogger:
def __init__(self):
import os
@@ -29,7 +28,18 @@ class AthinaLogger:
import traceback
try:
- response_json = response_obj.model_dump() if response_obj else {}
+ is_stream = kwargs.get("stream", False)
+ if is_stream:
+ if "complete_streaming_response" in kwargs:
+ # Log the completion response in streaming mode
+ completion_response = kwargs["complete_streaming_response"]
+ response_json = completion_response.model_dump() if completion_response else {}
+ else:
+ # Skip logging if the completion response is not available
+ return
+ else:
+ # Log the completion response in non streaming mode
+ response_json = response_obj.model_dump() if response_obj else {}
data = {
"language_model_id": kwargs.get("model"),
"request": kwargs,
diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py
index 68b8b8309d7..9e35b4fc3d7 100644
--- a/litellm/integrations/slack_alerting.py
+++ b/litellm/integrations/slack_alerting.py
@@ -1,20 +1,50 @@
#### What this does ####
# Class for sending Slack Alerts #
-import dotenv, os
-from litellm.proxy._types import UserAPIKeyAuth, CallInfo
+import dotenv, os, traceback
+from litellm.proxy._types import UserAPIKeyAuth, CallInfo, AlertType
from litellm._logging import verbose_logger, verbose_proxy_logger
import litellm, threading
-from typing import List, Literal, Any, Union, Optional, Dict
+from typing import List, Literal, Any, Union, Optional, Dict, Set
from litellm.caching import DualCache
-import asyncio
+import asyncio, time
import aiohttp
from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler
import datetime
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
from enum import Enum
from datetime import datetime as dt, timedelta, timezone
from litellm.integrations.custom_logger import CustomLogger
+from litellm.proxy._types import WebhookEvent
import random
+from typing import TypedDict
+from openai import APIError
+
+import litellm.types
+from litellm.types.router import LiteLLM_Params
+
+
+class BaseOutageModel(TypedDict):
+ alerts: List[int]
+ minor_alert_sent: bool
+ major_alert_sent: bool
+ last_updated_at: float
+
+
+class OutageModel(BaseOutageModel):
+ model_id: str
+
+
+class ProviderRegionOutageModel(BaseOutageModel):
+ provider_region_id: str
+ deployment_ids: Set[str]
+
+
+# we use this for the email header, please send a test email if you change this. verify it looks good on email
+LITELLM_LOGO_URL = "https://litellm-listing.s3.amazonaws.com/litellm_logo.png"
+EMAIL_LOGO_URL = os.getenv(
+ "SMTP_SENDER_LOGO", "https://litellm-listing.s3.amazonaws.com/litellm_logo.png"
+)
+EMAIL_SUPPORT_CONTACT = os.getenv("EMAIL_SUPPORT_CONTACT", "support@berri.ai")
class LiteLLMBase(BaseModel):
@@ -30,19 +60,55 @@ class LiteLLMBase(BaseModel):
return self.dict()
+class SlackAlertingArgsEnum(Enum):
+ daily_report_frequency: int = 12 * 60 * 60
+ report_check_interval: int = 5 * 60
+ budget_alert_ttl: int = 24 * 60 * 60
+ outage_alert_ttl: int = 1 * 60
+ region_outage_alert_ttl: int = 1 * 60
+ minor_outage_alert_threshold: int = 1 * 5
+ major_outage_alert_threshold: int = 1 * 10
+ max_outage_alert_list_size: int = 1 * 10
+
+
class SlackAlertingArgs(LiteLLMBase):
- default_daily_report_frequency: int = 12 * 60 * 60 # 12 hours
- daily_report_frequency: int = int(
- os.getenv("SLACK_DAILY_REPORT_FREQUENCY", default_daily_report_frequency)
+ daily_report_frequency: int = Field(
+ default=int(
+ os.getenv(
+ "SLACK_DAILY_REPORT_FREQUENCY",
+ SlackAlertingArgsEnum.daily_report_frequency.value,
+ )
+ ),
+ description="Frequency of receiving deployment latency/failure reports. Default is 12hours. Value is in seconds.",
)
- report_check_interval: int = 5 * 60 # 5 minutes
- budget_alert_ttl: int = 24 * 60 * 60 # 24 hours
-
-
-class WebhookEvent(CallInfo):
- event: Literal["budget_crossed", "threshold_crossed", "projected_limit_exceeded"]
- event_group: Literal["user", "key", "team", "proxy"]
- event_message: str # human-readable description of event
+ report_check_interval: int = Field(
+ default=SlackAlertingArgsEnum.report_check_interval.value,
+ description="Frequency of checking cache if report should be sent. Background process. Default is once per hour. Value is in seconds.",
+ ) # 5 minutes
+ budget_alert_ttl: int = Field(
+ default=SlackAlertingArgsEnum.budget_alert_ttl.value,
+ description="Cache ttl for budgets alerts. Prevents spamming same alert, each time budget is crossed. Value is in seconds.",
+ ) # 24 hours
+ outage_alert_ttl: int = Field(
+ default=SlackAlertingArgsEnum.outage_alert_ttl.value,
+ description="Cache ttl for model outage alerts. Sets time-window for errors. Default is 1 minute. Value is in seconds.",
+ ) # 1 minute ttl
+ region_outage_alert_ttl: int = Field(
+ default=SlackAlertingArgsEnum.region_outage_alert_ttl.value,
+ description="Cache ttl for provider-region based outage alerts. Alert sent if 2+ models in same region report errors. Sets time-window for errors. Default is 1 minute. Value is in seconds.",
+ ) # 1 minute ttl
+ minor_outage_alert_threshold: int = Field(
+ default=SlackAlertingArgsEnum.minor_outage_alert_threshold.value,
+ description="The number of errors that count as a model/region minor outage. ('400' error code is not counted).",
+ )
+ major_outage_alert_threshold: int = Field(
+ default=SlackAlertingArgsEnum.major_outage_alert_threshold.value,
+ description="The number of errors that countas a model/region major outage. ('400' error code is not counted).",
+ )
+ max_outage_alert_list_size: int = Field(
+ default=SlackAlertingArgsEnum.max_outage_alert_list_size.value,
+ description="Maximum number of errors to store in cache. For a given model/region. Prevents memory leaks.",
+ ) # prevent memory leak
class DeploymentMetrics(LiteLLMBase):
@@ -86,19 +152,7 @@ class SlackAlerting(CustomLogger):
internal_usage_cache: Optional[DualCache] = None,
alerting_threshold: float = 300, # threshold for slow / hanging llm responses (in seconds)
alerting: Optional[List] = [],
- alert_types: List[
- Literal[
- "llm_exceptions",
- "llm_too_slow",
- "llm_requests_hanging",
- "budget_alerts",
- "db_exceptions",
- "daily_reports",
- "spend_reports",
- "cooldown_deployment",
- "new_model_added",
- ]
- ] = [
+ alert_types: List[AlertType] = [
"llm_exceptions",
"llm_too_slow",
"llm_requests_hanging",
@@ -108,6 +162,7 @@ class SlackAlerting(CustomLogger):
"spend_reports",
"cooldown_deployment",
"new_model_added",
+ "outage_alerts",
],
alert_to_webhook_url: Optional[
Dict
@@ -124,6 +179,7 @@ class SlackAlerting(CustomLogger):
self.is_running = False
self.alerting_args = SlackAlertingArgs(**alerting_args)
self.default_webhook_url = default_webhook_url
+ self.llm_router: Optional[litellm.Router] = None
def update_values(
self,
@@ -132,6 +188,7 @@ class SlackAlerting(CustomLogger):
alert_types: Optional[List] = None,
alert_to_webhook_url: Optional[Dict] = None,
alerting_args: Optional[Dict] = None,
+ llm_router: Optional[litellm.Router] = None,
):
if alerting is not None:
self.alerting = alerting
@@ -147,6 +204,8 @@ class SlackAlerting(CustomLogger):
self.alert_to_webhook_url = alert_to_webhook_url
else:
self.alert_to_webhook_url.update(alert_to_webhook_url)
+ if llm_router is not None:
+ self.llm_router = llm_router
async def deployment_in_cooldown(self):
pass
@@ -375,6 +434,9 @@ class SlackAlerting(CustomLogger):
keys=combined_metrics_keys
) # [1, 2, None, ..]
+ if combined_metrics_values is None:
+ return False
+
all_none = True
for val in combined_metrics_values:
if val is not None and val > 0:
@@ -426,7 +488,7 @@ class SlackAlerting(CustomLogger):
]
# format alert -> return the litellm model name + api base
- message = f"\n\nHere are today's key metrics 📈: \n\n"
+ message = f"\n\nTime: `{time.time()}`s\nHere are today's key metrics 📈: \n\n"
message += "\n\n*❗️ Top Deployments with Most Failed Requests:*\n\n"
if not top_5_failed:
@@ -477,6 +539,8 @@ class SlackAlerting(CustomLogger):
cache_list=combined_metrics_cache_keys
)
+ message += f"\n\nNext Run is in: `{time.time() + self.alerting_args.daily_report_frequency}`s"
+
# send alert
await self.send_alert(message=message, level="Low", alert_type="daily_reports")
@@ -648,6 +712,9 @@ class SlackAlerting(CustomLogger):
_id = user_info.token
# percent of max_budget left to spend
+ if user_info.max_budget is None:
+ return
+
if user_info.max_budget > 0:
percent_left = (
user_info.max_budget - user_info.spend
@@ -658,10 +725,10 @@ class SlackAlerting(CustomLogger):
# check if crossed budget
if user_info.spend >= user_info.max_budget:
event = "budget_crossed"
- event_message += "Budget Crossed"
+ event_message += f"Budget Crossed\n Total Budget:`{user_info.max_budget}`"
elif percent_left <= 0.05:
event = "threshold_crossed"
- event_message += "5% Threshold Crossed"
+ event_message += "5% Threshold Crossed "
elif percent_left <= 0.15:
event = "threshold_crossed"
event_message += "15% Threshold Crossed"
@@ -691,6 +758,308 @@ class SlackAlerting(CustomLogger):
return
return
+ def _count_outage_alerts(self, alerts: List[int]) -> str:
+ """
+ Parameters:
+ - alerts: List[int] -> list of error codes (either 408 or 500+)
+
+ Returns:
+ - str -> formatted string. This is an alert message, giving a human-friendly description of the errors.
+ """
+ error_breakdown = {"Timeout Errors": 0, "API Errors": 0, "Unknown Errors": 0}
+ for alert in alerts:
+ if alert == 408:
+ error_breakdown["Timeout Errors"] += 1
+ elif alert >= 500:
+ error_breakdown["API Errors"] += 1
+ else:
+ error_breakdown["Unknown Errors"] += 1
+
+ error_msg = ""
+ for key, value in error_breakdown.items():
+ if value > 0:
+ error_msg += "\n{}: {}\n".format(key, value)
+
+ return error_msg
+
+ def _outage_alert_msg_factory(
+ self,
+ alert_type: Literal["Major", "Minor"],
+ key: Literal["Model", "Region"],
+ key_val: str,
+ provider: str,
+ api_base: Optional[str],
+ outage_value: BaseOutageModel,
+ ) -> str:
+ """Format an alert message for slack"""
+ headers = {f"{key} Name": key_val, "Provider": provider}
+ if api_base is not None:
+ headers["API Base"] = api_base # type: ignore
+
+ headers_str = "\n"
+ for k, v in headers.items():
+ headers_str += f"*{k}:* `{v}`\n"
+ return f"""\n\n
+*⚠️ {alert_type} Service Outage*
+
+{headers_str}
+
+*Errors:*
+{self._count_outage_alerts(alerts=outage_value["alerts"])}
+
+*Last Check:* `{round(time.time() - outage_value["last_updated_at"], 4)}s ago`\n\n
+"""
+
+ async def region_outage_alerts(
+ self,
+ exception: APIError,
+ deployment_id: str,
+ ) -> None:
+ """
+ Send slack alert if specific provider region is having an outage.
+
+ Track for 408 (Timeout) and >=500 Error codes
+ """
+ ## CREATE (PROVIDER+REGION) ID ##
+ if self.llm_router is None:
+ return
+
+ deployment = self.llm_router.get_deployment(model_id=deployment_id)
+
+ if deployment is None:
+ return
+
+ model = deployment.litellm_params.model
+ ### GET PROVIDER ###
+ provider = deployment.litellm_params.custom_llm_provider
+ if provider is None:
+ model, provider, _, _ = litellm.get_llm_provider(model=model)
+
+ ### GET REGION ###
+ region_name = deployment.litellm_params.region_name
+ if region_name is None:
+ region_name = litellm.utils._get_model_region(
+ custom_llm_provider=provider, litellm_params=deployment.litellm_params
+ )
+
+ if region_name is None:
+ return
+
+ ### UNIQUE CACHE KEY ###
+ cache_key = provider + region_name
+
+ outage_value: Optional[ProviderRegionOutageModel] = (
+ await self.internal_usage_cache.async_get_cache(key=cache_key)
+ )
+
+ if (
+ getattr(exception, "status_code", None) is None
+ or (
+ exception.status_code != 408 # type: ignore
+ and exception.status_code < 500 # type: ignore
+ )
+ or self.llm_router is None
+ ):
+ return
+
+ if outage_value is None:
+ _deployment_set = set()
+ _deployment_set.add(deployment_id)
+ outage_value = ProviderRegionOutageModel(
+ provider_region_id=cache_key,
+ alerts=[exception.status_code], # type: ignore
+ minor_alert_sent=False,
+ major_alert_sent=False,
+ last_updated_at=time.time(),
+ deployment_ids=_deployment_set,
+ )
+
+ ## add to cache ##
+ await self.internal_usage_cache.async_set_cache(
+ key=cache_key,
+ value=outage_value,
+ ttl=self.alerting_args.region_outage_alert_ttl,
+ )
+ return
+
+ if len(outage_value["alerts"]) < self.alerting_args.max_outage_alert_list_size:
+ outage_value["alerts"].append(exception.status_code) # type: ignore
+ else: # prevent memory leaks
+ pass
+ _deployment_set = outage_value["deployment_ids"]
+ _deployment_set.add(deployment_id)
+ outage_value["deployment_ids"] = _deployment_set
+ outage_value["last_updated_at"] = time.time()
+
+ ## MINOR OUTAGE ALERT SENT ##
+ if (
+ outage_value["minor_alert_sent"] == False
+ and len(outage_value["alerts"])
+ >= self.alerting_args.minor_outage_alert_threshold
+ and len(_deployment_set) > 1 # make sure it's not just 1 bad deployment
+ ):
+ msg = self._outage_alert_msg_factory(
+ alert_type="Minor",
+ key="Region",
+ key_val=region_name,
+ api_base=None,
+ outage_value=outage_value,
+ provider=provider,
+ )
+ # send minor alert
+ await self.send_alert(
+ message=msg, level="Medium", alert_type="outage_alerts"
+ )
+ # set to true
+ outage_value["minor_alert_sent"] = True
+
+ ## MAJOR OUTAGE ALERT SENT ##
+ elif (
+ outage_value["major_alert_sent"] == False
+ and len(outage_value["alerts"])
+ >= self.alerting_args.major_outage_alert_threshold
+ and len(_deployment_set) > 1 # make sure it's not just 1 bad deployment
+ ):
+ msg = self._outage_alert_msg_factory(
+ alert_type="Major",
+ key="Region",
+ key_val=region_name,
+ api_base=None,
+ outage_value=outage_value,
+ provider=provider,
+ )
+
+ # send minor alert
+ await self.send_alert(message=msg, level="High", alert_type="outage_alerts")
+ # set to true
+ outage_value["major_alert_sent"] = True
+
+ ## update cache ##
+ await self.internal_usage_cache.async_set_cache(
+ key=cache_key, value=outage_value
+ )
+
+ async def outage_alerts(
+ self,
+ exception: APIError,
+ deployment_id: str,
+ ) -> None:
+ """
+ Send slack alert if model is badly configured / having an outage (408, 401, 429, >=500).
+
+ key = model_id
+
+ value = {
+ - model_id
+ - threshold
+ - alerts []
+ }
+
+ ttl = 1hr
+ max_alerts_size = 10
+ """
+ try:
+ outage_value: Optional[OutageModel] = await self.internal_usage_cache.async_get_cache(key=deployment_id) # type: ignore
+ if (
+ getattr(exception, "status_code", None) is None
+ or (
+ exception.status_code != 408 # type: ignore
+ and exception.status_code < 500 # type: ignore
+ )
+ or self.llm_router is None
+ ):
+ return
+
+ ### EXTRACT MODEL DETAILS ###
+ deployment = self.llm_router.get_deployment(model_id=deployment_id)
+ if deployment is None:
+ return
+
+ model = deployment.litellm_params.model
+ provider = deployment.litellm_params.custom_llm_provider
+ if provider is None:
+ try:
+ model, provider, _, _ = litellm.get_llm_provider(model=model)
+ except Exception as e:
+ provider = ""
+ api_base = litellm.get_api_base(
+ model=model, optional_params=deployment.litellm_params
+ )
+
+ if outage_value is None:
+ outage_value = OutageModel(
+ model_id=deployment_id,
+ alerts=[exception.status_code], # type: ignore
+ minor_alert_sent=False,
+ major_alert_sent=False,
+ last_updated_at=time.time(),
+ )
+
+ ## add to cache ##
+ await self.internal_usage_cache.async_set_cache(
+ key=deployment_id,
+ value=outage_value,
+ ttl=self.alerting_args.outage_alert_ttl,
+ )
+ return
+
+ if (
+ len(outage_value["alerts"])
+ < self.alerting_args.max_outage_alert_list_size
+ ):
+ outage_value["alerts"].append(exception.status_code) # type: ignore
+ else: # prevent memory leaks
+ pass
+
+ outage_value["last_updated_at"] = time.time()
+
+ ## MINOR OUTAGE ALERT SENT ##
+ if (
+ outage_value["minor_alert_sent"] == False
+ and len(outage_value["alerts"])
+ >= self.alerting_args.minor_outage_alert_threshold
+ ):
+ msg = self._outage_alert_msg_factory(
+ alert_type="Minor",
+ key="Model",
+ key_val=model,
+ api_base=api_base,
+ outage_value=outage_value,
+ provider=provider,
+ )
+ # send minor alert
+ await self.send_alert(
+ message=msg, level="Medium", alert_type="outage_alerts"
+ )
+ # set to true
+ outage_value["minor_alert_sent"] = True
+ elif (
+ outage_value["major_alert_sent"] == False
+ and len(outage_value["alerts"])
+ >= self.alerting_args.major_outage_alert_threshold
+ ):
+ msg = self._outage_alert_msg_factory(
+ alert_type="Major",
+ key="Model",
+ key_val=model,
+ api_base=api_base,
+ outage_value=outage_value,
+ provider=provider,
+ )
+ # send minor alert
+ await self.send_alert(
+ message=msg, level="High", alert_type="outage_alerts"
+ )
+ # set to true
+ outage_value["major_alert_sent"] = True
+
+ ## update cache ##
+ await self.internal_usage_cache.async_set_cache(
+ key=deployment_id, value=outage_value
+ )
+ except Exception as e:
+ pass
+
async def model_added_alert(
self, model_name: str, litellm_model_name: str, passed_model_info: Any
):
@@ -740,10 +1109,12 @@ Model Info:
```
"""
- await self.send_alert(
+ alert_val = self.send_alert(
message=message, level="Low", alert_type="new_model_added"
)
- pass
+
+ if alert_val is not None and asyncio.iscoroutine(alert_val):
+ await alert_val
async def model_removed_alert(self, model_name: str):
pass
@@ -776,21 +1147,159 @@ Model Info:
return False
+ async def send_key_created_email(self, webhook_event: WebhookEvent) -> bool:
+ from litellm.proxy.utils import send_email
+
+ if self.alerting is None or "email" not in self.alerting:
+ # do nothing if user does not want email alerts
+ return False
+
+ # make sure this is a premium user
+ from litellm.proxy.proxy_server import premium_user
+ from litellm.proxy.proxy_server import CommonProxyErrors, prisma_client
+
+ if premium_user != True:
+ raise Exception(
+ f"Trying to use Email Alerting on key creation\n {CommonProxyErrors.not_premium_user.value}"
+ )
+
+ event_name = webhook_event.event_message
+ recipient_email = webhook_event.user_email
+ recipient_user_id = webhook_event.user_id
+ if (
+ recipient_email is None
+ and recipient_user_id is not None
+ and prisma_client is not None
+ ):
+ user_row = await prisma_client.db.litellm_usertable.find_unique(
+ where={"user_id": recipient_user_id}
+ )
+
+ if user_row is not None:
+ recipient_email = user_row.user_email
+
+ key_name = webhook_event.key_alias
+ key_token = webhook_event.token
+ key_budget = webhook_event.max_budget
+
+ email_html_content = "Alert from LiteLLM Server"
+ if recipient_email is None:
+ verbose_proxy_logger.error(
+ "Trying to send email alert to no recipient", extra=webhook_event.dict()
+ )
+ email_html_content = f"""
+ Hi {recipient_email},
+ Key: {key_token}
+
+
Usage Example
+
+ Detailed Documentation on Usage with OpenAI Python SDK, Langchain, LlamaIndex, Curl
+
+
+
+ import openai
+ client = openai.OpenAI(
+ api_key="{key_token}",
+ base_url={os.getenv("PROXY_BASE_URL", "http://0.0.0.0:4000")}
+ )
+
+ response = client.chat.completions.create(
+ model="gpt-3.5-turbo", # model to send to the proxy
+ messages = [
+ {{
+ "role": "user",
+ "content": "this is a test request, write a short poem"
+ }}
+ ]
+ )
+
+
+
+
+ If you have any questions, please send an email to {EMAIL_SUPPORT_CONTACT} Hi {user_name}, monthly budget of ${max_budget}
404: This page could not be found. LiteLLM Dashboard 404
This page could not be found. 404: This page could not be found. LiteLLM Dashboard 404
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t=e.startX,n=e.endX,r=this.state.scaleValues,o=this.props,a=o.gap,l=o.data.length-1,s=i.getIndexInRange(r,Math.min(t,n)),c=i.getIndexInRange(r,Math.max(t,n));return{startIndex:s-s%a,endIndex:c===l?l:c-c%a}}},{key:"getTextOfTick",value:function(e){var t=this.props,n=t.data,r=t.tickFormatter,o=t.dataKey,a=(0,R.F$)(n[e],o,e);return l()(r)?r(a,e):a}},{key:"attachDragEndListener",value:function(){window.addEventListener("mouseup",this.handleDragEnd,!0),window.addEventListener("touchend",this.handleDragEnd,!0),window.addEventListener("mousemove",this.handleDrag,!0)}},{key:"detachDragEndListener",value:function(){window.removeEventListener("mouseup",this.handleDragEnd,!0),window.removeEventListener("touchend",this.handleDragEnd,!0),window.removeEventListener("mousemove",this.handleDrag,!0)}},{key:"handleSlideDrag",value:function(e){var t=this.state,n=t.slideMoveStartX,r=t.startX,o=t.endX,a=this.props,i=a.x,l=a.width,s=a.travellerWidth,c=a.startIndex,u=a.endIndex,d=a.onChange,p=e.pageX-n;p>0?p=Math.min(p,i+l-s-o,i+l-s-r):p<0&&(p=Math.max(p,i-r,i-o));var f=this.getIndex({startX:r+p,endX:o+p});(f.startIndex!==c||f.endIndex!==u)&&d&&d(f),this.setState({startX:r+p,endX:o+p,slideMoveStartX:e.pageX})}},{key:"handleTravellerDragStart",value:function(e,t){var n=K(t)?t.changedTouches[0]:t;this.setState({isSlideMoving:!1,isTravellerMoving:!0,movingTravellerId:e,brushMoveStartX:n.pageX}),this.attachDragEndListener()}},{key:"handleTravellerMove",value:function(e){var t,n=this.state,r=n.brushMoveStartX,o=n.movingTravellerId,a=n.endX,i=n.startX,l=this.state[o],s=this.props,c=s.x,u=s.width,d=s.travellerWidth,p=s.onChange,f=s.gap,m=s.data,g={startX:this.state.startX,endX:this.state.endX},h=e.pageX-r;h>0?h=Math.min(h,c+u-d-l):h<0&&(h=Math.max(h,c-l)),g[o]=l+h;var b=this.getIndex(g),v=b.startIndex,y=b.endIndex,E=function(){var e=m.length-1;return"startX"===o&&(a>i?v%f==0:y%f==0)||ai?y%f==0:v%f==0)||a>i&&y===e};this.setState((V(t={},o,l+h),V(t,"brushMoveStartX",e.pageX),t),function(){p&&E()&&p(b)})}},{key:"handleTravellerMoveKeyboard",value:function(e,t){var n=this,r=this.state,o=r.scaleValues,a=r.startX,i=r.endX,l=this.state[t],s=o.indexOf(l);if(-1!==s){var c=s+e;if(-1!==c&&!(c>=o.length)){var u=o[c];"startX"===t&&u>=i||"endX"===t&&u<=a||this.setState(V({},t,u),function(){n.props.onChange(n.getIndex({startX:n.state.startX,endX:n.state.endX}))})}}}},{key:"renderBackground",value:function(){var e=this.props,t=e.x,n=e.y,o=e.width,a=e.height,i=e.fill,l=e.stroke;return r.createElement("rect",{stroke:l,fill:i,x:t,y:n,width:o,height:a})}},{key:"renderPanorama",value:function(){var e=this.props,t=e.x,n=e.y,o=e.width,a=e.height,i=e.data,l=e.children,s=e.padding,c=r.Children.only(l);return c?r.cloneElement(c,{x:t,y:n,width:o,height:a,margin:s,compact:!0,data:i}):null}},{key:"renderTravellerLayer",value:function(e,t){var n=this,o=this.props,a=o.y,l=o.travellerWidth,s=o.height,c=o.traveller,u=o.ariaLabel,d=o.data,p=o.startIndex,f=o.endIndex,m=Math.max(e,this.props.x),g=z(z({},(0,A.L6)(this.props,!1)),{},{x:m,y:a,width:l,height:s}),h=u||"Min value: ".concat(d[p].name,", Max value: ").concat(d[f].name);return r.createElement(x.m,{tabIndex:0,role:"slider","aria-label":h,"aria-valuenow":e,className:"recharts-brush-traveller",onMouseEnter:this.handleEnterSlideOrTraveller,onMouseLeave:this.handleLeaveSlideOrTraveller,onMouseDown:this.travellerDragStartHandlers[t],onTouchStart:this.travellerDragStartHandlers[t],onKeyDown:function(e){["ArrowLeft","ArrowRight"].includes(e.key)&&(e.preventDefault(),e.stopPropagation(),n.handleTravellerMoveKeyboard("ArrowRight"===e.key?1:-1,t))},onFocus:function(){n.setState({isTravellerFocused:!0})},onBlur:function(){n.setState({isTravellerFocused:!1})},style:{cursor:"col-resize"}},i.renderTraveller(c,g))}},{key:"renderSlide",value:function(e,t){var n=this.props,o=n.y,a=n.height,i=n.stroke,l=n.travellerWidth;return r.createElement("rect",{className:"recharts-brush-slide",onMouseEnter:this.handleEnterSlideOrTraveller,onMouseLeave:this.handleLeaveSlideOrTraveller,onMouseDown:this.handleSlideDragStart,onTouchStart:this.handleSlideDragStart,style:{cursor:"move"},stroke:"none",fill:i,fillOpacity:.2,x:Math.min(e,t)+l,y:o,width:Math.max(Math.abs(t-e)-l,0),height:a})}},{key:"renderText",value:function(){var e=this.props,t=e.startIndex,n=e.endIndex,o=e.y,a=e.height,i=e.travellerWidth,l=e.stroke,s=this.state,c=s.startX,u=s.endX,d={pointerEvents:"none",fill:l};return r.createElement(x.m,{className:"recharts-brush-texts"},r.createElement(I.x,Z({textAnchor:"end",verticalAnchor:"middle",x:Math.min(c,u)-5,y:o+a/2},d),this.getTextOfTick(t)),r.createElement(I.x,Z({textAnchor:"start",verticalAnchor:"middle",x:Math.max(c,u)+i+5,y:o+a/2},d),this.getTextOfTick(n)))}},{key:"render",value:function(){var e=this.props,t=e.data,n=e.className,o=e.children,a=e.x,i=e.y,l=e.width,s=e.height,c=e.alwaysShowText,u=this.state,d=u.startX,p=u.endX,f=u.isTextActive,m=u.isSlideMoving,g=u.isTravellerMoving,h=u.isTravellerFocused;if(!t||!t.length||!(0,_.hj)(a)||!(0,_.hj)(i)||!(0,_.hj)(l)||!(0,_.hj)(s)||l<=0||s<=0)return null;var b=(0,E.Z)("recharts-brush",n),v=1===r.Children.count(o),y=F("userSelect","none");return r.createElement(x.m,{className:b,onMouseLeave:this.handleLeaveWrapper,onTouchMove:this.handleTouchMove,style:y},this.renderBackground(),v&&this.renderPanorama(),this.renderSlide(d,p),this.renderTravellerLayer(d,"startX"),this.renderTravellerLayer(p,"endX"),(f||m||g||h||c)&&this.renderText())}}],o=[{key:"renderDefaultTraveller",value:function(e){var t=e.x,n=e.y,o=e.width,a=e.height,i=e.stroke,l=Math.floor(n+a/2)-1;return r.createElement(r.Fragment,null,r.createElement("rect",{x:t,y:n,width:o,height:a,fill:i,stroke:"none"}),r.createElement("line",{x1:t+1,y1:l,x2:t+o-1,y2:l,fill:"none",stroke:"#fff"}),r.createElement("line",{x1:t+1,y1:l+2,x2:t+o-1,y2:l+2,fill:"none",stroke:"#fff"}))}},{key:"renderTraveller",value:function(e,t){return r.isValidElement(e)?r.cloneElement(e,t):l()(e)?e(t):i.renderDefaultTraveller(t)}},{key:"getDerivedStateFromProps",value:function(e,t){var n=e.data,r=e.width,o=e.x,a=e.travellerWidth,i=e.updateId,l=e.startIndex,s=e.endIndex;if(n!==t.prevData||i!==t.prevUpdateId)return z({prevData:n,prevTravellerWidth:a,prevUpdateId:i,prevX:o,prevWidth:r},n&&n.length?Y({data:n,width:r,x:o,travellerWidth:a,startIndex:l,endIndex:s}):{scale:null,scaleValues:null});if(t.scale&&(r!==t.prevWidth||o!==t.prevX||a!==t.prevTravellerWidth)){t.scale.range([o,o+r-a]);var c=t.scale.domain().map(function(e){return t.scale(e)});return{prevData:n,prevTravellerWidth:a,prevUpdateId:i,prevX:o,prevWidth:r,startX:t.scale(e.startIndex),endX:t.scale(e.endIndex),scaleValues:c}}return null}},{key:"getIndexInRange",value:function(e,t){for(var n=e.length,r=0,o=n-1;o-r>1;){var a=Math.floor((r+o)/2);e[a]>t?o=a:r=a}return t>=e[o]?o:r}}],n&&H(i.prototype,n),o&&H(i,o),Object.defineProperty(i,"prototype",{writable:!1}),i}(r.PureComponent);V(X,"displayName","Brush"),V(X,"defaultProps",{height:40,travellerWidth:5,gap:1,fill:"#fff",stroke:"#666",padding:{top:1,right:1,bottom:1,left:1},leaveTimeOut:1e3,alwaysShowText:!1});var Q=n(21589),J=n(36984),ee=n(11102),et=function(e,t){var n=e.alwaysShow,r=e.ifOverflow;return n&&(r="extendDomain"),r===t},en=n(12627),er=n(57792);function eo(e){return(eo="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&"function"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?"symbol":typeof e})(e)}function 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